Coordinated by: David-Olivier Saban, Principal Engineer at Amadeus Discover
FORMAT
Classroom
LOCATION
Campus SophiaTech
PREREQUISITES
No
CAPACITY
15 DS4H students
About this minor
- Summary
-
The objective of this course is to break the varnish of artificial intelligence, to pose and reflect together on the needs, constraints and solutions that we can bring to the problems related to artificial intelligence in video games. And, while taking the magic out of artificial intelligence, we will become magicians ourselves. During this course you will be able to understand, discuss, analyze and apply the notions we will see together.
LEARNING OUTCOMES
- General introduction to IA
- Understanding the concrete uses of automation in Video Games
- Knowing the algorithms and their uses and limits
- Practicing the techniques of the programmation of IA for Video Games
The course will focus on many aspects of AI including collaborative creation with GenAI (ChatGPT, Dall-E). There will be a part of the course on Unity, a part on paper and if you like to program on CodingGame.
We will discuss notions of necessary to embrace AI in video games such as pathfinding, complexity, modeling, and we will see some interesting algorithms. We will also discuss some problems related to machine learning and make you want to learn more!
Finally, the course I'm doing is flexible. If you are more interested in some notions than others, we can, if time allows, study parts that do not necessarily appear in the initial offer. - Lecturer
-
- David-Olivier Saban, Principal Engineer at Amadeus Discover
- Evaluation
-
Students will be evaluated on:
- Workshop 1 (10% of the final grade) - Submission deadline: 28/11/2024, 23h59
- Workshop 2 (10% of the final grade) - Submission deadline: 28/11/2024, 23h59
- Workshop GenAI (30% of the final grade) - Submission deadline: 05/12/2024, 23h59
- Exam (50% of the final grade) - 05/12/2024 - Campus SophiaTech Lucioles, room 342
SCHEDULE FALL 2024
Mind the evaluation modalities and deadlines in the "Evaluation" tab above.
|
Date |
Time |
Course title |
Location / room |
|
10/10/2024 |
9h00-12h00 |
About Artificial Intelligence |
Campus SophiaTech, Lucioles, room 342 |
|
17/10/2024 |
9h00-12h00 |
Path Finding Step 1 |
Campus SophiaTech, Lucioles, room 342 |
|
24/10/2024 |
9h00-12h00 |
Modeling & Algorithms |
Campus SophiaTech, Lucioles, room 342 |
|
07/11/2024 |
9h00-12h00 |
About GenAI and Prompting |
Campus SophiaTech, Lucioles, room 342 |
|
14/11/2024 |
9h00-12h00 |
Pathfinding Step 2 |
Campus SophiaTech, Lucioles, room 342 |
|
21/11/2024 |
9h00-12h00 |
Complexity |
Campus SophiaTech, Lucioles, room 342 |
|
28/11/2024 |
9h00-12h00 |
Deep Learning and LLMs |
Campus SophiaTech, Lucioles, room 342 |
|
05/12/2024 |
9h00-12h00 |
More prompting + Exam |
Campus SophiaTech, Lucioles, room 342 |